Monthly Archives: September 2014

List of Submodular Optimization on Streaming Data (In Update)

Coresets for k-Segmentation of Streaming Data, NIPS 2014 Streaming Submodular Optimization: Massive Data Summarization on the Fly, KDD 2014

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Divide-and-Conquer Learning by Anchoring a Conical Hull

Many well-known machine learning methods aim to draw a line between two classes. However, in our recently accepted NIPS 2014 paper “Divide-and-Conquer Learning by Anchoring a Conical Hull“, we reduce lots of fundamental machine learning problems (a broad class of … Continue reading

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